building a machine learning model from scratch

Problem Solving by Search-I: Introduction to AI, Intelligent Agents Problem Solving by Search –II: Problem-Solving Agents, Searching for Solutions, Uninformed Search Strategies: Breadth-first search, Uniform cost search, Depth-first search, Iterativedeepening Depth-first search, Bidirectional search, Informed (Heuristic) Search Strategies: Greedy best-firstsearch, A* search, Heuristic Functions, Beyond Classical Search: Hill-climbing search, Simulated annealingsearch,Local Search in Continuous Spaces, Searching with Non-Deterministic Actions, Searching wih PartialObservations, Online Search Agents and Unknown Environment